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actor-critic-methods

Here are 20 public repositories matching this topic...

philtabor / Multi-Agent-Deep-Deterministic-Policy-Gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

reinforcement-learning deep-reinforcement-learning actor-critic-methods actor-critic-algorithm multi-agent-reinforcement-learning maddpg

Updated Apr 8, 2021
Python

abhilash1910 / Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Updated Oct 10, 2022
Jupyter Notebook

gd-zhang / ACKTR

Actor Critic using Kronecker-Factored Trust Region

reinforcement-learning actor-critic-methods natural-gradients

Updated Jul 3, 2018
Python

nitish-kalan / CartPole-v1-Actor-Critic-Keras

Solving CartPole-v1 environment in Keras with Actor Critic algorithm an Deep Reinforcement Learning algorithm

machine-learning reinforcement-learning reinforcement-learning-algorithms actor-critic cartpole-gamebot actor-critic-methods actorcritic actor-critic-algorithm cartpole-v1 deepreinforcement actor-critic-with-experience-replay

Updated May 19, 2020
Python

IDSIA / rtrl-elstm

Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)

reinforcement-learning pytorch recurrent-neural-networks deepmind-lab atari procgen actor-critic-methods torchbeast rtrl real-time-recurrent-learning

Updated Feb 26, 2024
Python

jbp261 / Deep-RL-Quadcopter-Controller

Design and training of an RL agent to control a Quadcopter using Actor-Critic RL method

deep-neural-networks tensorflow deep-reinforcement-learning reinforcement-learning-agent actor-critic-methods replay-buffer

Updated Aug 10, 2018
Jupyter Notebook

TanushGoel / Atari-Games-RL

a collection of python notebooks using RL agents to play Atari games in OpenAI gym environments

reinforcement-learning monte-carlo q-learning policy-gradient atari-games actor-critic-methods temporal-difference state-value-function policy-based-method

Updated Jun 4, 2020
Jupyter Notebook

Subramanyam6 / A-Comprehensive-Review-on-RL-DL-in-Multi-Agent-Systems

deep-learning neural-network reinforcement-learning-algorithms multi-agent-systems evolution-strategies actor-critic-methods multi-agent-reinforcement-learning

Updated May 2, 2024

kanji95 / Topics-in-Machine-Learning-CS7.502

Topics in Machine Learning @ IIIT Hyderabad (Fall 2021)

policy-iteration value-iteration inverse-reinforcement-learning monte-carlo-methods actor-critic-methods td-methods vanilla-policy-gradient

Updated Apr 25, 2022
Jupyter Notebook

ken-power / DRLND_ContinuousControl

Deep Reinforcement Learning: Continuous Control. Solve the Unity ML-Agents Reacher Environment.

deep-learning unity deep-reinforcement-learning openai-gym pytorch deep-q-learning deep-deterministic-policy-gradient actor-critic-methods continuous-action-space reacher-environment

Updated Aug 29, 2022
Jupyter Notebook

mynkpl1998 / A3C

This repository contains high quality and tested implementation of Asynchronous Actor Critic Algorithm

reinforcement-learning policy-gradient rl a3c actor-critic-methods a3c-lstm

Updated Dec 19, 2019
Dockerfile

ustyuzhaninky / OSAR-keras

Objective Stimuli Active Repeater

q-learning gym keras-tensorflow recurrent-neural-network actor-critic-methods

Updated Jul 22, 2022
Jupyter Notebook

lorenzomancini1 / DeepRL

Implementations of some of the most well known Deep Reinforcement Learning algorithms

deep-reinforcement-learning pytorch policy-gradient actor-critic actor-critic-methods dqn-algorithm

Updated Jan 16, 2024
Python

being-aerys / Reinforcement-Learning-Self-Projects

Fun with Reinforcement Learning in my spare time

reinforcement-learning genetic-algorithm deep-reinforcement-learning cartpole wrapper-api ddpg continuous-control deep-deterministic-policy-gradient actor-critic-methods model-based-reinforcement-learning classic-controller td3 cross-entropy-policy-search

Updated Jan 20, 2020
Jupyter Notebook

SwamiKannan / Reinforcement-Learning-Specialization

Programming Assignments for Reinforcement Learning Specialization

reinforcement-learning q-learning coursera dqn policy-gradient coursera-machine-learning td-learning specialization monte-carlo-sampling capstone-project actor-critic-methods sarsa-learning lunar-lander actor-critic-algorithm university-of-alberta amii alberta-machine-learning-institute

Updated Oct 25, 2022
Jupyter Notebook

Rmko4 / RL-On-Policy-Actor-Critic

Deep Reinforcement Learning: On-Policy Actor Critic methods. An implementation of Advantage Actor-Critic (A2C) and Proximal Policy Optimization (PPO) on the PyTorch Lightning framework.

reinforcement-learning gymnasium ppo actor-critic-methods a2c pytorch-lightning

Updated Jun 14, 2023
Python

hmisra / Reacher-DDPG

A model to control a double-jointed arm to reach target using Deep Deterministic Policy Gradients

deep-reinforcement-learning actor-critic-methods ddpg-agent

Updated Nov 14, 2018
ASP

n1ghtf4l1 / cautious-octo-disco

Implemented the Actor-Critic method using TensorFlow to train an agent on the Open AI Gym CartPole-V0 environment.

reinforcement-learning tensorflow openai-gym actor-critic-methods cartpole-v0

Updated Jul 22, 2022
Jupyter Notebook

rafonsor / unRL

unRL (AKA "unreal") is a set of libraries providing Reinforcement Learning algorithms implemented in PyTorch or Jax.

reinforcement-learning deep-reinforcement-learning pytorch dqn policy-gradient multi-armed-bandits ddpg ppo actor-critic-methods kfac jax artifical-intelligence

Updated Nov 24, 2023
Python

nslyubaykin / relax_vpg_example

Example VPG implementation with ReLAx

reinforcement-learning policy-gradient continuous-control actor-critic-methods discrete-control vanilla-policy-gradient

Updated Aug 29, 2022
Jupyter Notebook

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